---
title: Fault Classification PMU
emoji: ⚡️
colorFrom: blue
colorTo: purple
sdk: gradio
sdk_version: "4.44.1"
app_file: app.py
pinned: false
---

# Fault Classification for PMU and PV Systems

This Space hosts the Gradio front end used to retrain and serve fault classification models for transmission lines and grid-connected photovoltaic systems. It loads pre-trained Keras models and feature scalers, accepts bulk CSV uploads for continued training, and exposes interactive inference utilities for high-frequency PMU measurements.

Refer to `app.py` for the interface definition and to `fault_classification_pmu.py` for the training pipeline that supports CNN-LSTM, TCN, and SVM architectures.